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I have been looking for resources about contextual bandits too . But i failed finding anything good . Closest thing i found was Vowpal wabbit , same as you and same problem - unmaintained . Tried searching hn about bandits but didn't find anything useful either .

I was looking for algorithms that can find new interest of users . I felt like after all these research all i learned is the ancient technique of showing x percent of random items to users .


Where does it fetch the results from at the first step ? Bing , Google or it's own index ?


Currently, it uses both Google and Bing, but I am planning to add a small index from curated pages from forums like HN and Reddit, similar to what I did before

https://news.ycombinator.com/item?id=35826540

https://news.ycombinator.com/item?id=35510949


Do you mean google search liaison ? And for your other part of the comment They don't need statements because quarterly report is up and doing well as seen in the latest report .


Google search surprisingly gave me usable results for the search term, and yes, it seems you are right! I was thinking about Danny Sullivan, the Search Liaison.


How do ml based search and index based differ ? Can you elaborate more on this ?


Average serp page has 10 results . What if all 10 matches with your blacklist ? Not to mention you can't do anything if the engine dosen't search deeper .


You probably have to browse to the next page or refine the search terms.


How many can you block and filter manually ? 10 ? 100 ? 10k ? Who will test sites for the blocklist ? The domain block feature is great but unless it's collaborative listing it's not gonna be super effective.


It’s super effective for me because I just block stuff as things pop up that I don’t want. I’ve also added more weight to certain domains that I want more results from. I wouldn’t want anyone touching my config, it’s mine and it works great!


.... Test sites for the blocklist? What?

Also they do share the most blocked/raised/lowered etc sites: https://kagi.com/stats?stat=leaderboard

We've had this problem of "good defaults" before with ad trackers blocking domains. I'm sure it'll be Sooner than later when some community lists become popular and begin being followed en mass


I meant your average user can test a handful of sites if they are seo spam or good sites but a single search return 10+ results and even more when a user searches multiple things , multiple times a day . Average user doesn't have the time to test these many websites.


1,000


If they do that , That's a genius idea.


So it'll turn to yet another arms race - similar to captcha, cybersecurity and nuclear weapons. SEO will use AI to fill in fluff inside AI-generated content (which is already done).

It won't directly match ChatGPT logs and OpenAI would just be pouring precious compute to a bottomless pit trying to partial-match.


Serve Claude-generated version to OpenAI bots. Serve OpenAI-generated version to Claude bots. Problem solved.

Serve users a random version and A/B test along the way.


Then you are still left with self hosted models which are pretty good at this task.


Can you tell me a bit more ? What do you mean by search session ?


Let's see, if I go to " ⋮ -> History -> Grouped History" on the top right of the Chrome browser, I see a "Search History" ( chrome://history/grouped ).

For example `8 hours ago: "autohotkey hotkeys"` with 4 links to pages which I visited while searching.

But this is a Chrome feature, not a Google Search feature. https://myactivity.google.com/myactivity does (sometimes? can't see it right now) have a grouping feature of all the searches made, but this is more of a search log than a search management feature.

So chrome://history/grouped is the closest to what I mean, but I can't pin or manage these history groups, enrich them with comments or even files, like pdf's which could then get stored in Google Drive, as well as get indexed for better searches.


oh I thought you meant something like commenting under search result links like youtube videos.

I might be mistaken but i think ff mobile does something similar of grouping search session


I think if they improve the algorithm maybe they can actually present seo free results.


You don't think SEO-LLMs will evolve to redirect search-LLMs to 'see the world' the way the SEO-LLMs want it to? I foresee SEO-LLM-brinkmanship as the inevitable outcome. Soon THIS will be the catalyst for the real Skynet -- battling smart ad engines.


Only if openai is willing to play it . If they follow google than seo-llm won't even exist because there will be no need for it.


Why would i want condensed results ? Why Do you think i would want to have a condensed version of this post [0] for example.

[0] https://danluu.com/ballmer/


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